Package: BayesMultiMode
Type: Package
Title: Bayesian Mode Inference
Version: 1.0.0
Authors@R: c(person(given = "Nalan", family = "Baştürk", role = "aut"),
  person(given = "Jamie", family = "Cross", role = "aut"),
  person(given = "Peter", family = "de Knijff", role = "aut"),
  person(given = "Lennart", family = "Hoogerheide", role = "aut"),
  person(given = "Paul", family = "Labonne", email= "labonnepaul@gmail.com", role = c("aut", "cre")),
  person(given = "Herman", family = "van Dijk", role = "aut"))
Description: A two-step Bayesian approach for mode inference (Baştürk
        et al., 2026) <doi:10.18637/jss.v116.i03>. First, a mixture
        distribution is fitted on the data using a sparse finite
        mixture (SFM) Markov chain Monte Carlo (MCMC) algorithm. The
        number of mixture components does not have to be known; the
        size of the mixture is estimated endogenously through the SFM
        approach. Second, the modes of the estimated mixture at each
        MCMC draw are retrieved using algorithms specifically tailored
        for mode detection. These estimates are then used to construct
        posterior probabilities for the number of modes, their
        locations and uncertainties, providing a powerful tool for mode
        inference.
License: GPL (>= 3)
Imports: assertthat, bayesplot, dplyr, ggplot2 (>= 3.4.0), ggpubr,
        gtools, magrittr, MCMCglmm, mvtnorm, posterior, sn, stringr,
        tidyr, Rdpack
Depends: R (>= 3.5.0)
Suggests: testthat (>= 3.0.0)
RdMacros: Rdpack
Encoding: UTF-8
LazyData: true
URL: https://github.com/paullabonne/BayesMultiMode
BugReports: https://github.com/paullabonne/BayesMultiMode/issues
NeedsCompilation: no
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
Config/testthat/edition: 3
Config/pak/sysreqs: cmake make libicu-dev
Repository: https://paullabonne.r-universe.dev
Date/Publication: 2026-05-31 22:50:49 UTC
RemoteUrl: https://github.com/paullabonne/bayesmultimode
RemoteRef: HEAD
RemoteSha: 68841192e427c7270049a53d703837f2128a155f
Packaged: 2026-10-22 11:41:21 UTC; root
Author: Nalan Baştürk [aut],
  Jamie Cross [aut],
  Peter de Knijff [aut],
  Lennart Hoogerheide [aut],
  Paul Labonne [aut, cre],
  Herman van Dijk [aut]
Maintainer: Paul Labonne <labonnepaul@gmail.com>